CN108646733A - A kind of mobile robot and its antidote of automatic straightening - Google Patents

A kind of mobile robot and its antidote of automatic straightening Download PDF

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Publication number
CN108646733A
CN108646733A CN201810392074.2A CN201810392074A CN108646733A CN 108646733 A CN108646733 A CN 108646733A CN 201810392074 A CN201810392074 A CN 201810392074A CN 108646733 A CN108646733 A CN 108646733A
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mobile robot
measurement module
distance measurement
barrier
data
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CN108646733B (en
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韦云智
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Hangzhou Ai Bean Intelligent Technology Co Ltd
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Hangzhou Ai Bean Intelligent Technology Co Ltd
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    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05DSYSTEMS FOR CONTROLLING OR REGULATING NON-ELECTRIC VARIABLES
    • G05D1/00Control of position, course, altitude or attitude of land, water, air or space vehicles, e.g. using automatic pilots
    • G05D1/02Control of position or course in two dimensions
    • G05D1/021Control of position or course in two dimensions specially adapted to land vehicles
    • G05D1/0231Control of position or course in two dimensions specially adapted to land vehicles using optical position detecting means
    • G05D1/0238Control of position or course in two dimensions specially adapted to land vehicles using optical position detecting means using obstacle or wall sensors

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  • Physics & Mathematics (AREA)
  • Engineering & Computer Science (AREA)
  • Electromagnetism (AREA)
  • Aviation & Aerospace Engineering (AREA)
  • Radar, Positioning & Navigation (AREA)
  • Remote Sensing (AREA)
  • General Physics & Mathematics (AREA)
  • Automation & Control Theory (AREA)
  • Control Of Position, Course, Altitude, Or Attitude Of Moving Bodies (AREA)

Abstract

The invention discloses a kind of mobile robot of automatic straightening and its antidotes, including mobile robot, the mobile robot is equipped with MCU master control systems, direction sensor, mobile motor drive system, the direction sensor, mobile motor drive system are connect with MCU master control systems;The mobile robot front is equipped with positive infrared distance measurement module, and mobile robot at least side is equipped at least one set of side infrared distance measurement module;The positive infrared distance measurement module, side infrared distance measurement module are connect with MCU master control systems.During mobile robot moves indoors, when transporting to barrier, main body turning reads the infrared value in side, the vertical angle of machine and barrier is calculated by algorithm, to correct the calculated course angle of direction sensor;Ensure that robot prolonged exercise, course angle do not occur big offset.

Description

A kind of mobile robot and its antidote of automatic straightening
Technical field
The present invention relates to mobile robot angle correction technical field, the mobile robot of specially a kind of automatic straightening and Its antidote.
Background technology
The direction sensors such as acceleration transducer or gyroscope are a kind of devices being used for sensing and maintaining direction, are passed through Angular speed is measured to achieve the purpose that calculate attitude angle.The marine navigation being widely used to aerospace, automobile biology, environment Monitoring, smart mobile phone field.In Intelligent robot for sweeping floor industry, usable direction sensor is based on inertial navigation and realizes that interior is led Boat, the functions such as I-shaped cleaning, are the necessary components of New Generation of Intelligent sweeping robot.Due to direction sensor error itself and The accumulation of integral error, attitude angle is calculated there is deviation with the accumulation of time, sweeping robot guidance path is caused to malfunction, Situations such as running orbit deviates;The error of some 20 minutes initial 10 ° of energy or more, the serious direction sensor that restricts is in robot Application.
Invention content
In view of the deficiencies of the prior art, it the present invention provides a kind of method that Indoor Robot corrects gyroscope, solves The case where direction sensor long-time integration angle angle of arrival deviation of the mobile robot of indoor sport at present, restricts movement The problem of robot uses.
To achieve the above object, the present invention provides the following technical solutions:A kind of mobile robot of automatic straightening, including move Mobile robot, the mobile robot are equipped with MCU master control systems:Read direction sensing data, integral and calculating mobile robot Course angle;
Direction sensor:Output speed or angle;
Mobile motor drive system:Drive mobile robot walking;
The direction sensor, mobile motor drive system are connect with MCU master control systems;The mobile robot front peace Equipped with positive infrared distance measurement module, mobile robot at least side is equipped at least one set of side infrared distance measurement module;It is described just infrared Range finder module, side infrared distance measurement module are connect with MCU master control systems.
Preferably, the direction sensor is gyroscope.
Preferably, the gyroscope uses micro-mechanical gyroscope.
A kind of antidote of the mobile robot of automatic straightening, includes the following steps:
Step 1:MCU master control systems control mobile motor drive system driving mobile robot and walk according to setting path, After positive infrared distance measurement module detects barrier A in mobile robot walking process, motor driven systems drive mobile robot Rotation so that side infrared distance measurement module is inswept barrier A, in rotary course, side infrared distance measurement module is every N time samplings one Secondary data read at a distance from barrier A, obtain the data S1 of one group of distance, when data reach maximum value, side infrared distance measurement Module understands shape a1 at an angle with barrier A, while direction sensor also generates an angle-data θ 1;
Step 2:Subsequent mobile robot walks on according to setting path;
Step 3:When the positive infrared distance measurement module of mobile robot detects barrier A again, motor driven systems driving Mobile robot rotates so that side infrared distance measurement module is inswept barrier A, in rotary course, side infrared distance measurement module is every N Data of time sampling read at a distance from barrier A, obtain the data S2 of one group of distance, when data reach maximum value, Side infrared distance measurement module understands shape a2 at an angle with barrier A, while direction sensor also generates an angle-data θ 2;It presses Current angular is corrected according to the difference of θ 2 and θ 1.
Further, in step 2, when the positive infrared distance measurement module of mobile robot detects barrier again, motor Drive system drives mobile robot rotation so that side infrared distance measurement module is inswept barrier, in rotary course, and the infrared survey in side Away from module every data of N time samplings, reads at a distance from barrier, obtain the data S of one group of distance, reach in data When maximum value, side infrared distance measurement module understands shape a at an angle with barrier A, while direction sensor is also given birth at an angle Data θ;When data S curve and data S1 curve approximations, disturbance in judgement object is identical as barrier A, then according to the difference of θ and θ 1 Correct current angular;If not approximate, step 2 is continued to execute.
Preferably, side is infrared to sample a data every 1ms~30ms.
Further, when direction sensor forms angle-data and 90 ° or 180 ° or 0 ° or 270 ° relatively, It is considered parallel or vertical with the barrier, then it is 90 ° or 180 ° or 0 ° or 270 ° that can directly correct fuselage angle.
Beneficial effects of the present invention:During mobile robot moves indoors, when transporting to barrier, main body turning, The infrared value in side is read, the vertical angle of machine and barrier is calculated by algorithm, is calculated to correct direction sensor The course angle gone out;Ensure that robot prolonged exercise, course angle do not occur big offset.
Description of the drawings
Fig. 1 is the flow chart of the present invention.
Fig. 2 is the module diagram of the mobile robot of the present invention.
Fig. 3 is the state diagram of the present invention.
Fig. 4 is the distance change figure that infrared distance measurement mould in side of the present invention is measured with barrier.
Wherein:1:Mobile robot, 2:MCU master control systems, 3:Mobile motor drive system, 4:Gyroscope, 5:It is just infrared Range finder module, 6:Side infrared distance measurement module.
Specific implementation mode
As shown in Figure 1, 2, 3, a kind of mobile robot of automatic straightening, including mobile robot, the mobile robot Equipped with MCU master control systems:Read direction sensing data, integral and calculating mobile robot course angle;
Direction sensor:Output speed or angle;
Mobile motor drive system:Drive mobile robot walking;
The direction sensor, mobile motor drive system are connect with MCU master control systems;The mobile robot front peace Equipped with positive infrared distance measurement module, mobile robot at least side is equipped at least one set of side infrared distance measurement module;It is described just infrared Range finder module, side infrared distance measurement module are connect with MCU master control systems.
Preferably, the direction sensor is micro-mechanical gyroscope.
A kind of antidote of the mobile robot of automatic straightening, includes the following steps:
Step 1:MCU master control systems control mobile motor drive system driving mobile robot and walk according to setting path, After positive infrared distance measurement module detects barrier A in mobile robot walking process, motor driven systems drive mobile robot Rotation so that side infrared distance measurement module is inswept barrier A, in rotary course, side infrared distance measurement module is when 1ms~30ms Between sample a data, read at a distance from barrier A, obtain the data S1 of one group of distance, when data reach maximum value, side Infrared distance measurement module understands shape a1 at an angle with barrier A, while direction sensor also generates an angle-data θ 1;
Step 2:Subsequent mobile robot walks on according to setting path;
Step 3:When the positive infrared distance measurement module of mobile robot detects barrier A again, motor driven systems driving Mobile robot rotates so that side infrared distance measurement module is inswept barrier A, in rotary course, side infrared distance measurement module every Data of 1ms~30ms time samplings read at a distance from barrier A, obtain the data S2 of one group of distance, reach in data When maximum value, side infrared distance measurement module understands shape a2 at an angle with barrier A, while direction sensor is also given birth at an angle Data θ 2;Current angular is corrected according to the difference of θ 2 and θ 1.
Further, in step 2, when the positive infrared distance measurement module of mobile robot detects barrier again, motor Drive system drives mobile robot rotation so that side infrared distance measurement module is inswept barrier, in rotary course, and the infrared survey in side Away from module every data of 1ms~30ms time samplings, reads at a distance from barrier, obtain the data S of one group of distance, When data reach maximum value, side infrared distance measurement module understands shape a at an angle with barrier A, while direction sensor also generates One angle-data θ;When data S curve and when data S1 curve approximations, disturbance in judgement object is identical with barrier A, then according to θ and The difference of θ 1 corrects current angular;If not approximate, step 2 is continued to execute.
When direction sensor forms angle-data and 90 ° or 180 ° or 0 ° or 270 ° relatively, it is believed that be with The barrier is parallel or vertical, then can directly to correct fuselage angle be 90 ° or 180 ° or 0 ° or 270 °.
The present invention automatically corrects course angle during mobile robot is walked, when encountering barrier, with Shi Jinhang analysis corrections, effectively avoid path error, it is ensured that robot prolonged exercise, course angle do not occur big offset.
This rotation support is rotated clockwise or is rotated counterclockwise, and counterclockwise when rotation, MCU controls right wheel and moves ahead, left Wheel is fallen back.Revolver, right wheel do speed difference with PID, it is ensured that machine original place rotates.When rotating clockwise, revolver moves ahead, and right wheel is fallen It moves back, revolver, right wheel does speed difference with PID, it is ensured that machine original place rotates.
The foregoing is merely illustrative of the preferred embodiments of the present invention, is not intended to limit the invention, all essences in the present invention Any modification, equivalent replacement or improvement etc., should all be included in the protection scope of the present invention made by within refreshing and principle.

Claims (7)

1. a kind of mobile robot of automatic straightening, including mobile robot, the mobile robot is equipped with MCU master control systems: Read direction sensing data, integral and calculating mobile robot course angle;
Direction sensor:Output speed or angle;
Mobile motor drive system:Drive mobile robot walking;
The direction sensor, mobile motor drive system are connect with MCU master control systems;It is characterized in that, the mobile machine People front is equipped with positive infrared distance measurement module, and mobile robot at least side is equipped at least one set of side infrared distance measurement module;Institute State positive infrared distance measurement module, side infrared distance measurement module is connect with MCU master control systems.
2. a kind of mobile robot of automatic straightening according to claim 1, which is characterized in that the direction sensor is top Spiral shell instrument.
3. a kind of mobile robot of automatic straightening according to claim 2, which is characterized in that the gyroscope uses microcomputer Tool gyroscope.
4. according to a kind of any one of claim 1-3 antidotes of the mobile robot of automatic straightening, which is characterized in that Include the following steps:
Step 1:MCU master control systems control mobile motor drive system driving mobile robot according to the walking of setting path, movement After positive infrared distance measurement module detects barrier A during robot ambulation, motor driven systems drive mobile robot rotation, Make the inswept barrier A of side infrared distance measurement module, in rotary course, side infrared distance measurement module is every number of N time samplings According to reading obtains the data S1 of one group of distance, when data reach maximum value, side infrared distance measurement module at a distance from barrier A Understand shape a1 at an angle with barrier A, while direction sensor also generates an angle-data θ 1;
Step 2:Subsequent mobile robot walks on according to setting path;
Step 3:When the positive infrared distance measurement module of mobile robot detects barrier A again, motor driven systems driving movement Robot rotates so that side infrared distance measurement module is inswept barrier A, in rotary course, side infrared distance measurement module is every the N times A data are sampled, reads at a distance from barrier A, obtains the data S2 of one group of distance, when data reach maximum value, side is red Outer range finder module understands shape a2 at an angle with barrier A, while direction sensor also generates an angle-data θ 2;According to θ 2 Current angular is corrected with the difference of θ 1.
5. a kind of antidote of the mobile robot of automatic straightening according to claim 4, which is characterized in that in step 2 In, when the positive infrared distance measurement module of mobile robot detects barrier again, motor driven systems drive mobile robot rotation Turn so that side infrared distance measurement module is inswept barrier, in rotary course, side infrared distance measurement module is primary every N time samplings Data read at a distance from barrier, obtain the data S of one group of distance, when data reach maximum value, side infrared distance measurement module Understand shape a at an angle with barrier A, while direction sensor also generates an angle-data θ;When data S curve and data When S1 curve approximations, disturbance in judgement object is identical as barrier A, then corrects current angular according to the difference of θ and θ 1;If not close Seemingly, then step 2 is continued to execute.
6. a kind of antidote of the mobile robot of automatic straightening according to claim 4, which is characterized in that side is infrared A data are sampled every 1ms~30ms.
7. a kind of antidote of the mobile robot of automatic straightening according to claim 4, which is characterized in that when direction passes When sensor forms angle-data and 90 ° or 180 ° or 0 ° or 270 ° relatively, it is believed that be parallel or vertical with the barrier Straight, then it is 90 ° or 180 ° or 0 ° or 270 ° that can directly correct fuselage angle.
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Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN112263188A (en) * 2020-10-22 2021-01-26 湖南格兰博智能科技有限责任公司 Correction method and device for moving direction of mobile robot
CN113854892A (en) * 2021-10-21 2021-12-31 唐山学院 Cleaning device capable of automatically planning path

Citations (19)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR100575708B1 (en) * 2004-11-11 2006-05-03 엘지전자 주식회사 Distance detection apparatus and method for robot cleaner
CN101233389A (en) * 2005-08-01 2008-07-30 丰田自动车株式会社 Optical gyro calibration system, robot equipped with optical gyro, and optical gyro calibration program
US20090149994A1 (en) * 2007-12-11 2009-06-11 Samsung Electronics Co., Ltd. Method, medium, and apparatus for correcting pose of moving robot
CN102121828A (en) * 2010-12-21 2011-07-13 浙江大学 Method for estimating body posture angle of humanoid robot in real time
CN102457807A (en) * 2010-10-20 2012-05-16 大唐移动通信设备有限公司 Method and terminal for determining positional information
CN103245284A (en) * 2013-05-14 2013-08-14 福州大学 Gyroscope-chip-based steering wheel angle measurement method and device thereof
CN103968837A (en) * 2014-04-25 2014-08-06 惠州华阳通用电子有限公司 Method and device for correcting calibration factor of gyroscope in inertial navigation system
CN104048663A (en) * 2014-04-25 2014-09-17 惠州华阳通用电子有限公司 Vehicular inertial navigation system and navigation method
CN104181925A (en) * 2014-09-15 2014-12-03 湖南格兰博智能科技有限责任公司 Automatic ground cleaning robot capable of automatically calibrating running route
CN104644061A (en) * 2013-11-20 2015-05-27 苏州科沃斯商用机器人有限公司 Self-moveable robot with correcting device and correcting method of self-moveable robot
CN104991560A (en) * 2015-07-12 2015-10-21 仲恺农业工程学院 Autonomous mobile intelligent robot
CN105074384A (en) * 2012-12-24 2015-11-18 原子能和替代能源委员会 Gyroscope with simplified calibration and simplified calibration method for a gyroscope
CN105806331A (en) * 2014-12-30 2016-07-27 Tcl集团股份有限公司 Positioning method for indoor robot and indoor robot
CN106155056A (en) * 2016-07-26 2016-11-23 广东宝乐机器人股份有限公司 Self-movement robot traveling method and device
CN106383515A (en) * 2016-09-21 2017-02-08 哈尔滨理工大学 Wheel-type moving robot obstacle-avoiding control system based on multi-sensor information fusion
CN106969763A (en) * 2017-04-07 2017-07-21 百度在线网络技术(北京)有限公司 For the method and apparatus for the yaw angle for determining automatic driving vehicle
CN206883638U (en) * 2017-03-28 2018-01-16 深圳光启合众科技有限公司 Robot control system and robot
CN107632602A (en) * 2017-09-01 2018-01-26 上海斐讯数据通信技术有限公司 AGV trolley travelling tracks method for correcting error and system, terrestrial reference Quick Response Code acquisition device
CN107861507A (en) * 2017-10-13 2018-03-30 上海斐讯数据通信技术有限公司 A kind of AGV control methods and system based on inertial navigation correction and SLAM indoor positionings

Patent Citations (19)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR100575708B1 (en) * 2004-11-11 2006-05-03 엘지전자 주식회사 Distance detection apparatus and method for robot cleaner
CN101233389A (en) * 2005-08-01 2008-07-30 丰田自动车株式会社 Optical gyro calibration system, robot equipped with optical gyro, and optical gyro calibration program
US20090149994A1 (en) * 2007-12-11 2009-06-11 Samsung Electronics Co., Ltd. Method, medium, and apparatus for correcting pose of moving robot
CN102457807A (en) * 2010-10-20 2012-05-16 大唐移动通信设备有限公司 Method and terminal for determining positional information
CN102121828A (en) * 2010-12-21 2011-07-13 浙江大学 Method for estimating body posture angle of humanoid robot in real time
CN105074384A (en) * 2012-12-24 2015-11-18 原子能和替代能源委员会 Gyroscope with simplified calibration and simplified calibration method for a gyroscope
CN103245284A (en) * 2013-05-14 2013-08-14 福州大学 Gyroscope-chip-based steering wheel angle measurement method and device thereof
CN104644061A (en) * 2013-11-20 2015-05-27 苏州科沃斯商用机器人有限公司 Self-moveable robot with correcting device and correcting method of self-moveable robot
CN103968837A (en) * 2014-04-25 2014-08-06 惠州华阳通用电子有限公司 Method and device for correcting calibration factor of gyroscope in inertial navigation system
CN104048663A (en) * 2014-04-25 2014-09-17 惠州华阳通用电子有限公司 Vehicular inertial navigation system and navigation method
CN104181925A (en) * 2014-09-15 2014-12-03 湖南格兰博智能科技有限责任公司 Automatic ground cleaning robot capable of automatically calibrating running route
CN105806331A (en) * 2014-12-30 2016-07-27 Tcl集团股份有限公司 Positioning method for indoor robot and indoor robot
CN104991560A (en) * 2015-07-12 2015-10-21 仲恺农业工程学院 Autonomous mobile intelligent robot
CN106155056A (en) * 2016-07-26 2016-11-23 广东宝乐机器人股份有限公司 Self-movement robot traveling method and device
CN106383515A (en) * 2016-09-21 2017-02-08 哈尔滨理工大学 Wheel-type moving robot obstacle-avoiding control system based on multi-sensor information fusion
CN206883638U (en) * 2017-03-28 2018-01-16 深圳光启合众科技有限公司 Robot control system and robot
CN106969763A (en) * 2017-04-07 2017-07-21 百度在线网络技术(北京)有限公司 For the method and apparatus for the yaw angle for determining automatic driving vehicle
CN107632602A (en) * 2017-09-01 2018-01-26 上海斐讯数据通信技术有限公司 AGV trolley travelling tracks method for correcting error and system, terrestrial reference Quick Response Code acquisition device
CN107861507A (en) * 2017-10-13 2018-03-30 上海斐讯数据通信技术有限公司 A kind of AGV control methods and system based on inertial navigation correction and SLAM indoor positionings

Non-Patent Citations (3)

* Cited by examiner, † Cited by third party
Title
J. BORENSTEIN: "Gyrodometry: a new method for combining data from gyros and odometry in mobile robots", 《PROCEEDINGS OF IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION》 *
刘振: "移动机器人测程法定位误差分析与校正", 《电子测量技术》 *
朱从民: "AGV多传感器导航系统研究", 《仪器仪表学报》 *

Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN112263188A (en) * 2020-10-22 2021-01-26 湖南格兰博智能科技有限责任公司 Correction method and device for moving direction of mobile robot
CN113854892A (en) * 2021-10-21 2021-12-31 唐山学院 Cleaning device capable of automatically planning path
CN113854892B (en) * 2021-10-21 2022-08-02 唐山学院 Cleaning device capable of automatically planning path

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